From Causal Plausibility to Causal Reliability: Evaluating LLMs as Calibrated Direct Causal-Edge Classifiers
A new study evaluates 12 LLMs on their ability to identify direct causal relationships, finding they often overpredict edges and exhibit significant overconfidence in incorrect judgments. The research suggests LLMs are better suited for providing soft causal priors rather…




